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AC carbium

Use Carbium Solana infrastructure for RPC calls, gRPC/Yellowstone real-time streaming, DEX swap quotes and execution (CQ1 engine), and pump.fun token sniping. Use when building on Solana with Carbium endpoints — trading bots, arbitrage engines, DEX integrations, wallets, on-chain event monitors, or any application needing low-latency Solana data and execution. Covers full transaction lifecycle: read, stream, quote, swap, bundle (Jito), and snipe.

modbender/skill-library-mcp Agent Skills author: modbender MIT 2 files body ≈ 385 tokens Open the sourcegithub.com↗ analyzed 2 d ago

Use Carbium Solana infrastructure for RPC calls, gRPC/Yellowstone real-time streaming, DEX swap quotes and execution (CQ1 engine), and pump.fun token sniping.…

As a process C 56/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

IntegrationInfrastructureSoftware developmenttype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
A
90/100
safety, quality, tests
Safety 60%
94
Quality 40%
85
Run on models
none yet
Process rating
C
56/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

    For the model run — optional
    • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
    • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

    Guard findings · 6

    ✓ No critical or high findings

    Medium and low: 6
    • low Secrets in code secret-high-entropy-token references/carbium-api.md:114
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      const PROGRAM_ID = "6EF8…F6P"; // e.g. pump.fun
      quoted
    • low Secrets in code secret-high-entropy-token references/carbium-api.md:170
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      PROGRAM_ID = "6EF8…F6P"
      quoted
    • low Secrets in code secret-high-entropy-token references/carbium-api.md:271
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "src_mint": "So11…112",
      quoted
    • low Secrets in code secret-high-entropy-token references/carbium-api.md:272
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "dst_mint": "EPjF…t1v",
      quoted
    • low Secrets in code secret-high-entropy-token references/carbium-api.md:339
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      const PUMP_PROGRAM   = "6EF8…F6P";
      quoted
    • low Exfiltration net-credential-use references/carbium-api.md:400
      Credential used in a network call (verify the destination is the intended service) (the skill's own vendor host)
      const res = await fetch(`https://rpc.carbium.io/?apiKey=… {
      vendor-host

    Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 56/100

    • 0Result and completion. Does not say what the result is
    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 20When it triggers. No condition that starts the skill
    • 30Running it twice. 2 mutating operations with no state check
    • 50Failures and branches. 0 branches, has a failure section
    • 100Tools and files. No external tools needed
    • 100Steps. 8 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 385 tokens

    Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

    Quality signals

    • +5Description has no quoted example phrases that should trigger the skill
    • +4Description does not say when NOT to use the skill (false activations)
    • +3Output format is not stated: the model decides each time
    • +4No input/output examples
    • +2Single-language instructions
    • +3Description length 450: enough signal without eating the budget
    • +4Structure: 5 headings
    • +3Step-by-step instructions: 8 items
    • +4Reference files are cited in the instructions (1 of 1)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 85.